Agent-Skills.md

Agent Skills: AI Artist - Prompt Engineering

Write and optimize prompts for AI-generated outcomes across text and image models. Use when crafting prompts for LLMs (Claude, GPT, Gemini), image generators (Midjourney, DALL-E, Stable Diffusion, Imagen, Flux), or video generators (Veo, Runway). Covers prompt structure, style keywords, negative prompts, chain-of-thought, few-shot examples, iterative refinement, and domain-specific patterns for marketing, code, and creative writing.

UncategorizedID: binhmuc/autobot-review/ai-artist

Repository

binhmuc/autobot-review
binhmuc
213

Install this agent skill to your local

pnpm dlx add-skill https://github.com/binhmuc/autobot-review/tree/HEAD/.claude/skills/ai-artist

Skill Files

Browse the full folder contents for ai-artist.

Download Skill

Loading file tree…

.claude/skills/ai-artist/SKILL.md

Skill Metadata

Name
ai-artist
Description
Write and optimize prompts for AI-generated outcomes across text and image models. Use when crafting prompts for LLMs (Claude, GPT, Gemini), image generators (Midjourney, DALL-E, Stable Diffusion, Imagen, Flux), or video generators (Veo, Runway). Covers prompt structure, style keywords, negative prompts, chain-of-thought, few-shot examples, iterative refinement, and domain-specific patterns for marketing, code, and creative writing.

AI Artist - Prompt Engineering

Craft effective prompts for AI text and image generation models.

Core Principles

  1. Clarity - Be specific, avoid ambiguity
  2. Context - Set scene, role, constraints upfront
  3. Structure - Use consistent formatting (markdown, XML tags, delimiters)
  4. Iteration - Refine based on outputs, A/B test variations

Quick Patterns

LLM Prompts (Claude/GPT/Gemini)

[Role] You are a {expert type} specializing in {domain}.
[Context] {Background information and constraints}
[Task] {Specific action to perform}
[Format] {Output structure - JSON, markdown, list, etc.}
[Examples] {1-3 few-shot examples if needed}

Image Generation (Midjourney/DALL-E/Stable Diffusion)

[Subject] {main subject with details}
[Style] {artistic style, medium, artist reference}
[Composition] {framing, angle, lighting}
[Quality] {resolution modifiers, rendering quality}
[Negative] {what to avoid - only if supported}

Example: Portrait of a cyberpunk hacker, neon lighting, cinematic composition, detailed face, 8k, artstation quality --ar 16:9 --style raw

References

Load for detailed guidance:

| Topic | File | Description | |-------|------|-------------| | LLM | references/llm-prompting.md | System prompts, few-shot, CoT, output formatting | | Image | references/image-prompting.md | Style keywords, model syntax, negative prompts | | Nano Banana | references/nano-banana.md | Gemini image prompting, narrative style, multi-image input | | Advanced | references/advanced-techniques.md | Meta-prompting, chaining, A/B testing | | Domain Index | references/domain-patterns.md | Universal pattern, links to domain files | | Marketing | references/domain-marketing.md | Headlines, product copy, emails, ads | | Code | references/domain-code.md | Functions, review, refactoring, debugging | | Writing | references/domain-writing.md | Stories, characters, dialogue, editing | | Data | references/domain-data.md | Extraction, analysis, comparison |

Model-Specific Tips

| Model | Key Syntax | |-------|------------| | Midjourney | --ar, --style, --chaos, --weird, --v 6.1 | | DALL-E 3 | Natural language, no parameters, HD quality option | | Stable Diffusion | Weighted tokens (word:1.2), LoRA, negative prompt | | Flux | Natural prompts, style mixing, --guidance | | Imagen/Veo | Descriptive text, aspect ratio, style references |

Anti-Patterns

  • Vague instructions ("make it better")
  • Conflicting constraints
  • Missing context for domain tasks
  • Over-prompting with redundant details
  • Ignoring model-specific strengths/limits